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Self Organizing Maps Applications and Novel Algorithm Design Part 3 potx

Self Organizing Maps Applications and Novel Algorithm Design Part 3 potx

Self Organizing Maps Applications and Novel Algorithm Design Part 3 potx

... already classified samples. Each sample90 Self Organizing Maps - Applications and Novel Algorithm Design Self Organizing Maps - Applications and Novel Algorithm Design 84 Table 6. We consider ... Australian and other international portsusing data envelopment analysis. Transportation Research Part A, Vol. 35 , 1 13 128.94 Self Organizing Maps - Applications and Novel Algorithm Design Self- Organizing ... 87.9 93. 6 83. 7 2.69 2,661 ,32 2.49 5.80TS-SOM 82.5 88.6 75.9 3. 69 3, 310.01 7.71MLP 81.1 86.5 72 .3 4.09 93, 642.47 0.21KMeans 88.4 92.9 82 .3 2 .31 154,029. 93 8.12DTW 89.8 93. 6 82.9 3. 02 0.0012 3. 266. 43 Table...
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Self Organizing Maps Applications and Novel Algorithm Design Part 8 potx

Self Organizing Maps Applications and Novel Algorithm Design Part 8 potx

... elevation and remote sensing data. Earth Surface Processes and Landforms, 23, 581-594 296 Self Organizing Maps - Applications and Novel Algorithm Design Self Organizing Maps - Applications and Novel ... Processes and Landforms 12 , 47–56. 298 Self Organizing Maps - Applications and Novel Algorithm Design Self Organizing Maps - Applications and Novel Algorithm Design 296 Davies, D. L. & Bouldin, ... 0. 53 0. 53 0.49 2 .34 0.7 1 .3 218 0.167 1 .38 7 Hurous 6.8 1270 11.6 23. 2 158.6 1054 0.41 0.47 0. 63 3. 43 2.7 2.8 216 0.077 1. 63 8 Douvias 6.8 136 1 10.6 23. 6 190 .3 1269 0.49 0.56 0.77 3. 46 0.6...
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Self Organizing Maps Applications and Novel Algorithm Design Part 1 pptx

Self Organizing Maps Applications and Novel Algorithm Design Part 1 pptx

... think that the self- organizing map is also an attempt to4 Self Organizing Maps - Applications and Novel Algorithm Design Self Organizing Maps - Applications and Novel Algorithm Design Edited ... (a) and large-sized network (b).20 Self Organizing Maps - Applications and Novel Algorithm Design Information-Theoretic Approach to InterpretInternal Representations of Self- Organizing Maps 17Fig. ... orders@intechweb.org Self Organizing Maps - Applications and Novel Algorithm Design, Edited by Josphat Igadwa Mwasiagi p. cm. ISBN 978-9 53- 307-546-46 Self Organising Maps, New AchievementsεεεFig....
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Self Organizing Maps Applications and Novel Algorithm Design Part 2 pptx

Self Organizing Maps Applications and Novel Algorithm Design Part 2 pptx

... development. 60 Self Organizing Maps - Applications and Novel Algorithm Design Self Organizing Maps - Applications and Novel Algorithm Design 40 and spacing among nominal variables and how to ... Organizing Maps - Applications and Novel Algorithm Design 64 Fig. 6. Experimental results 64 Self Organizing Maps - Applications and Novel Algorithm Design Self Organizing Maps - Applications ... increased and the correspondingmutual information between competitive units and input patterns is increased. We applied the 30 Self Organizing Maps - Applications and Novel Algorithm Design Self Organizing...
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Self Organizing Maps Applications and Novel Algorithm Design Part 4 ppt

Self Organizing Maps Applications and Novel Algorithm Design Part 4 ppt

... process01 234 5678910Average value 3. 63 2 .33 2.18 2.19 1.44 1.15 1.16 1.16 1.19 1.17 1.17 Variance value 1.16 1.60 1.44 1.54 0.54 0 .33 0 .34 0 .35 0 .33 0 .35 0 .35 Table 1. Average and variance ... attracting much attention145 Self- Organization and Aggregation of Knowledge Self Organizing Maps - Applications and Novel Algorithm Design 132 Kohonen Layer (30 x 30 units)Input Layer (40 ... methods cannot be applied to multi-media9 Self Organizing Maps - Applications and Novel Algorithm Design 138 02040608010012000.511.522. 533 .544.555.566.5FrequencyEuclidean distance(a)...
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Self Organizing Maps Applications and Novel Algorithm Design Part 5 docx

Self Organizing Maps Applications and Novel Algorithm Design Part 5 docx

... 1(4): 37 9 38 6.172 Self Organizing Maps - Applications and Novel Algorithm Design 0 10 20 30 40 50 60 70 80 90 10000.20.40.60.811.21.41.61.82x 104counts050100150200250 30 0 35 04004505000 ... end for 30 : end if 31 :Z = z1, ,z|Y|←Y+ αΔ 32 : for i∈{2, 3, , |Y| − 1} 33 : if zi≤ yi−1then 34 : zi← yi−1+ ε 35 : end if 36 : if zi≥ yi+1then 37 : zi← yi+1− ε 38 : end if 39 : end ... smooth and for simplicity the sign of ∂p /∂x does not changein(xi, xi+1). Then, by putting y = p(x),150 Self Organizing Maps - Applications and Novel Algorithm Design 10 Self Organising Maps, ...
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Self Organizing Maps Applications and Novel Algorithm Design Part 6 pdf

Self Organizing Maps Applications and Novel Algorithm Design Part 6 pdf

... for ship no. 5 Self Organizing Maps - Applications and Novel Algorithm Design 214 Fig. 3. Narrow-band spectra and coherence function of underwater acoustic pressure and vibration of ... the power Self Organizing Maps - Applications and Novel Algorithm Design 210 The most widely used classifiers are the Neural Network (Multi-layer Perceptron, Self Organizing Maps) , Support ... length 256 and the overlap between adjacent frames is 156, and forwarded to the appropriate stage of 1D-MFCC technique as Self Organizing Maps - Applications and Novel Algorithm Design 204...
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Self Organizing Maps Applications and Novel Algorithm Design Part 7 doc

Self Organizing Maps Applications and Novel Algorithm Design Part 7 doc

... patterns and a description of the NAO shift with the use of self- organizing maps, Journal of Climate, Vol. 21, 635 4– 637 1, ISSN 0894-8755 Self Organizing Maps - Applications and Novel Algorithm Design ... solutions having randomly generated vertex Self Organizing Maps - Applications and Novel Algorithm Design 258 3. Self- organizing map applications in oceanography Early SOM applications in ... Vigo, D., (Ed.), Society for Industrial and Applied Mathematics, Philadelphia, PA, p. 36 3. Self Organizing Maps - Applications and Novel Algorithm Design 254 effective feature extraction...
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SELF ORGANIZING MAPS APPLICATIONS AND NOVEL ALGORITHM DESIGNE Part 1 pdf

SELF ORGANIZING MAPS APPLICATIONS AND NOVEL ALGORITHM DESIGNE Part 1 pdf

... (b).20 Self Organizing Maps - Applications and Novel Algorithm Design SELF ORGANIZING MAPS ͳ APPLICATIONS AND NOVEL ALGORITHM DESIGN Edited by Josphat Igadwa Mwasiagi6 Self Organising Maps, New AchievementsεεεFig. ... large, we26 Self Organizing Maps - Applications and Novel Algorithm Design Part 1Chapter 1Chapter 2Chapter 3 Part 2Chapter 4Chapter 5 Part 3 Chapter 6Preface XIData Interpretation and Management ... for all questions.14 Self Organizing Maps - Applications and Novel Algorithm Design 0Information-Theoretic Approach to InterpretInternal Representations of Self- Organizing Maps Ryotaro KamimuraIT...
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SELF ORGANIZING MAPS APPLICATIONS AND NOVEL ALGORITHM DESIGNE Part 2 pptx

SELF ORGANIZING MAPS APPLICATIONS AND NOVEL ALGORITHM DESIGNE Part 2 pptx

... using Self- Organizing Maps Self Organizing Maps - Applications and Novel Algorithm Design 62 Table 3. Experimental input data 62 Self Organizing Maps - Applications and Novel Algorithm ... Analysis 3: 111–126. 32 Self Organizing Maps - Applications and Novel Algorithm Design Self Organizing Maps - Applications and Novel Algorithm Design 64 Fig. 6. Experimental results 64 Self ... between the remote units and central unit. In the particular case Self Organizing Maps - Applications and Novel Algorithm Design 40 and spacing among nominal variables and how to reduce the...
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